Dense Retrieval with Continuous Explicit Feedback for Systematic Review Screening Prioritisation
The goal of screening prioritisation in systematic reviews is to identify relevant documents
with high recall and rank them in early positions for review. This saves reviewing effort if …
with high recall and rank them in early positions for review. This saves reviewing effort if …
Query understanding in the age of large language models
Querying, conversing, and controlling search and information-seeking interfaces using
natural language are fast becoming ubiquitous with the rise and adoption of large-language …
natural language are fast becoming ubiquitous with the rise and adoption of large-language …
Measuring Retrieval Complexity in Question Answering Systems
In this paper, we investigate which questions are challenging for retrieval-based Question
Answering (QA). We (i) propose retrieval complexity (RC), a novel metric conditioned on the …
Answering (QA). We (i) propose retrieval complexity (RC), a novel metric conditioned on the …
Optimizing Test-Time Query Representations for Dense Retrieval
Recent developments of dense retrieval rely on quality representations of queries and
contexts from pre-trained query and context encoders. In this paper, we introduce TOUR …
contexts from pre-trained query and context encoders. In this paper, we introduce TOUR …
UKP-SQuARE v3: A Platform for Multi-Agent QA Research
The continuous development of Question Answering (QA) datasets has drawn the research
community's attention toward multi-domain models. A popular approach is to use multi …
community's attention toward multi-domain models. A popular approach is to use multi …
Leveraging FAQ systems: integrating explainable AI and user feedback into a fine-tuned BERT model/Author Samawah Hassan
S Hassan - 2023 - epub.jku.at
An FAQ retrieval system is a question-answering system designed to support users by
retrieving a ranked list of QA pairs relevant to their queries. This research aims to improve …
retrieving a ranked list of QA pairs relevant to their queries. This research aims to improve …